{"id":"W2068429060","doi":"10.1007/s00254-008-1291-3","title":"Effects of solution mining on groundwater quality in the Kazan trona field, Ankara-Turkey: model predictions","year":2008,"lang":"en","type":"article","venue":"Environmental Earth Sciences","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Rio Tinto","keywords":"Aquifer; Hydrogeology; Groundwater; Hydraulic conductivity; Geology; Groundwater flow; Groundwater model; Hydrology (agriculture); Soil science; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004505211,0.0001252025,0.000130149,0.00004709284,0.0005141656,0.00001659755,0.0002705827,0.00004035411,0.0001300734],"category_scores_gemma":[0.00001775377,0.00008446124,0.00005786412,0.0001662705,0.0007894154,0.0003235261,0.0001061862,0.00009724998,0.00006558124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003770539,"about_ca_system_score_gemma":0.000005656814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003412712,"about_ca_topic_score_gemma":0.0001488516,"domain_scores_codex":[0.9984523,0.0001396556,0.0002348253,0.0003058164,0.0006172143,0.0002502053],"domain_scores_gemma":[0.9995523,0.0001936917,0.00007624979,0.0001440703,9.604804e-7,0.00003271194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008325418,0.001512649,0.8583339,0.00002424846,0.00002362019,0.0000207327,0.03353886,0.03690957,0.05033381,0.0002846697,0.0009565717,0.01797808],"study_design_scores_gemma":[0.0003594545,0.0004023137,0.9825177,0.00001056537,0.000007073151,0.000006999765,0.0008517326,0.008926559,0.006117973,0.00009409387,0.0005732508,0.0001323258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935426,0.00004595258,0.003692804,0.000360335,0.00007957815,0.0002173383,0.000003319157,0.00001188785,0.002046168],"genre_scores_gemma":[0.9980575,0.00004068314,0.0004316095,0.0003820135,0.00001725886,0.00003856913,0.000002630901,0.000003462634,0.001026297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241837,"threshold_uncertainty_score":0.3954598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103577340513883,"score_gpt":0.2356175280768977,"score_spread":0.2145817546717589,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}